Profile Report of Washington EV Population Data

Dataset statistics

Number of variables	17
Number of observations	143596
Missing cells	462
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.6 MiB
Average record size in memory	136.0 B

Variable types

Text	6
Categorical	4
Numeric	7

Alerts

`Postal Code` is highly overall correlated with `State`	High correlation
`Model Year` is highly overall correlated with `Electric Range` and 1 other fields	High correlation
`Electric Range` is highly overall correlated with `Model Year` and 2 other fields	High correlation
`Legislative District` is highly overall correlated with `State`	High correlation
`2020 Census Tract` is highly overall correlated with `State`	High correlation
`State` is highly overall correlated with `Postal Code` and 2 other fields	High correlation
`Make` is highly overall correlated with `Electric Vehicle Type` and 1 other fields	High correlation
`Electric Vehicle Type` is highly overall correlated with `Electric Range` and 2 other fields	High correlation
`Clean Alternative Fuel Vehicle (CAFV) Eligibility` is highly overall correlated with `Model Year` and 3 other fields	High correlation
`State` is highly imbalanced (99.4%)	Imbalance
`Postal Code` is highly skewed (γ1 = -31.09395073)	Skewed
`2020 Census Tract` is highly skewed (γ1 = -26.78672314)	Skewed
`DOL Vehicle ID` has unique values	Unique
`Electric Range` has 63954 (44.5%) zeros	Zeros
`Base MSRP` has 140151 (97.6%) zeros	Zeros

Reproduction

Analysis started	2023-10-12 06:46:23.643825
Analysis finished	2023-10-12 06:48:16.974943
Duration	1 minute and 53.33 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

VIN (1-10)
Text

Distinct	9311
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1435960
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1785 ?
Unique (%)	1.2%

Sample

1st row	5UXTA6C03P
2nd row	1FMCU0EZXN
3rd row	1G1FW6S03J
4th row	5YJSA1AC0D
5th row	1FADP5CU8F

Value	Count	Frequency (%)
7saygdee7p	652	0.5%
7saygdee2p	636	0.4%
7saygdee6p	632	0.4%
7saygdee8p	628	0.4%
7saygdee0p	619	0.4%
7saygdeexp	618	0.4%
7saygdee5p	613	0.4%
7saygdee4p	612	0.4%
7saygdee9p	612	0.4%
7saygdee3p	590	0.4%
Other values (9301)	137384	95.7%

Most occurring characters

Value	Count	Frequency (%)
E	130108	9.1%
1	108447	7.6%
A	85684	6.0%
Y	83698	5.8%
J	79090	5.5%
5	73980	5.2%
3	60748	4.2%
P	59452	4.1%
G	54024	3.8%
D	53185	3.7%
Other values (24)	647544	45.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	977429	68.1%
Decimal Number	458531	31.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	130108	13.3%
A	85684	8.8%
Y	83698	8.6%
J	79090	8.1%
P	59452	6.1%
G	54024	5.5%
D	53185	5.4%
N	52399	5.4%
C	51203	5.2%
S	42606	4.4%
Other values (14)	285980	29.3%

Decimal Number

Value	Count	Frequency (%)
1	108447	23.7%
5	73980	16.1%
3	60748	13.2%
4	41577	9.1%
7	39417	8.6%
0	38313	8.4%
6	33499	7.3%
2	30446	6.6%
8	17917	3.9%
9	14187	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	977429	68.1%
Common	458531	31.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	130108	13.3%
A	85684	8.8%
Y	83698	8.6%
J	79090	8.1%
P	59452	6.1%
G	54024	5.5%
D	53185	5.4%
N	52399	5.4%
C	51203	5.2%
S	42606	4.4%
Other values (14)	285980	29.3%

Common

Value	Count	Frequency (%)
1	108447	23.7%
5	73980	16.1%
3	60748	13.2%
4	41577	9.1%
7	39417	8.6%
0	38313	8.4%
6	33499	7.3%
2	30446	6.6%
8	17917	3.9%
9	14187	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1435960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	130108	9.1%
1	108447	7.6%
A	85684	6.0%
Y	83698	5.8%
J	79090	5.5%
5	73980	5.2%
3	60748	4.2%
P	59452	4.1%
G	54024	3.8%
D	53185	3.7%
Other values (24)	647544	45.1%

County
Text

Distinct	170
Distinct (%)	0.1%
Missing	22
Missing (%)	< 0.1%
Memory size	1.1 MiB

Length

Max length	20
Median length	4
Mean length	5.4543929
Min length	3

Characters and Unicode

Total characters	783109
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	80 ?
Unique (%)	0.1%

Sample

1st row	King
2nd row	Yakima
3rd row	King
4th row	King
5th row	Kitsap

Value	Count	Frequency (%)
king	75383	51.8%
snohomish	16429	11.3%
pierce	11017	7.6%
clark	8455	5.8%
thurston	5097	3.5%
kitsap	4725	3.2%
spokane	3542	2.4%
whatcom	3529	2.4%
benton	1757	1.2%
skagit	1599	1.1%
Other values (176)	13867	9.5%

Most occurring characters

Value	Count	Frequency (%)
i	114210	14.6%
n	112339	14.3%
K	80835	10.3%
g	77533	9.9%
o	50350	6.4%
h	42655	5.4%
a	36028	4.6%
s	31601	4.0%
e	31201	4.0%
r	28129	3.6%
Other values (42)	178228	22.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	635876	81.2%
Uppercase Letter	145397	18.6%
Space Separator	1826	0.2%
Other Punctuation	9	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	114210	18.0%
n	112339	17.7%
g	77533	12.2%
o	50350	7.9%
h	42655	6.7%
a	36028	5.7%
s	31601	5.0%
e	31201	4.9%
r	28129	4.4%
m	22186	3.5%
Other values (15)	89644	14.1%

Uppercase Letter

Value	Count	Frequency (%)
K	80835	55.6%
S	22808	15.7%
P	11250	7.7%
C	10960	7.5%
T	5100	3.5%
W	4530	3.1%
B	1775	1.2%
J	1672	1.1%
I	1594	1.1%
G	958	0.7%
Other values (13)	3915	2.7%

Other Punctuation

Value	Count	Frequency (%)
'	5	55.6%
.	4	44.4%

Space Separator

Value	Count	Frequency (%)
	1826	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	781273	99.8%
Common	1836	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	114210	14.6%
n	112339	14.4%
K	80835	10.3%
g	77533	9.9%
o	50350	6.4%
h	42655	5.5%
a	36028	4.6%
s	31601	4.0%
e	31201	4.0%
r	28129	3.6%
Other values (38)	176392	22.6%

Common

Value	Count	Frequency (%)
	1826	99.5%
'	5	0.3%
.	4	0.2%
-	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	783109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	114210	14.6%
n	112339	14.3%
K	80835	10.3%
g	77533	9.9%
o	50350	6.4%
h	42655	5.4%
a	36028	4.6%
s	31601	4.0%
e	31201	4.0%
r	28129	3.6%
Other values (42)	178228	22.8%

City
Text

Distinct	655
Distinct (%)	0.5%
Missing	22
Missing (%)	< 0.1%
Memory size	1.1 MiB

Length

Max length	24
Median length	22
Mean length	8.227179
Min length	3

Characters and Unicode

Total characters	1181209
Distinct characters	52
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	201 ?
Unique (%)	0.1%

Sample

1st row	Seattle
2nd row	Moxee
3rd row	Seattle
4th row	Newcastle
5th row	Bremerton

Value	Count	Frequency (%)
seattle	24662	14.8%
bellevue	7376	4.4%
redmond	5245	3.1%
vancouver	5045	3.0%
bothell	4599	2.8%
kirkland	4455	2.7%
island	4285	2.6%
sammamish	4199	2.5%
renton	3744	2.2%
olympia	3396	2.0%
Other values (689)	99683	59.8%

Most occurring characters

Value	Count	Frequency (%)
e	161791	13.7%
a	115219	9.8%
l	105142	8.9%
t	82902	7.0%
n	77542	6.6%
o	69034	5.8%
r	49104	4.2%
i	47071	4.0%
S	41142	3.5%
d	39999	3.4%
Other values (42)	392263	33.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	991114	83.9%
Uppercase Letter	166835	14.1%
Space Separator	23115	2.0%
Dash Punctuation	145	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	161791	16.3%
a	115219	11.6%
l	105142	10.6%
t	82902	8.4%
n	77542	7.8%
o	69034	7.0%
r	49104	5.0%
i	47071	4.7%
d	39999	4.0%
m	38424	3.9%
Other values (15)	204886	20.7%

Uppercase Letter

Value	Count	Frequency (%)
S	41142	24.7%
B	21416	12.8%
R	11317	6.8%
K	8608	5.2%
L	8385	5.0%
M	8303	5.0%
V	7836	4.7%
T	6926	4.2%
I	6617	4.0%
P	6392	3.8%
Other values (15)	39893	23.9%

Space Separator

Value	Count	Frequency (%)
	23115	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	145	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1157949	98.0%
Common	23260	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	161791	14.0%
a	115219	10.0%
l	105142	9.1%
t	82902	7.2%
n	77542	6.7%
o	69034	6.0%
r	49104	4.2%
i	47071	4.1%
S	41142	3.6%
d	39999	3.5%
Other values (40)	369003	31.9%

Common

Value	Count	Frequency (%)
	23115	99.4%
-	145	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1181209	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	161791	13.7%
a	115219	9.8%
l	105142	8.9%
t	82902	7.0%
n	77542	6.6%
o	69034	5.8%
r	49104	4.2%
i	47071	4.0%
S	41142	3.5%
d	39999	3.4%
Other values (42)	392263	33.2%

State
Categorical

HIGH CORRELATION IMBALANCE

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

WA	143269
CA	90
VA	36
MD	31
TX	21
Other values (38)	149

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	287192
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	WA
2nd row	WA
3rd row	WA
4th row	WA
5th row	WA

Common Values

Value	Count	Frequency (%)
WA	143269	99.8%
CA	90	0.1%
VA	36	< 0.1%
MD	31	< 0.1%
TX	21	< 0.1%
NC	14	< 0.1%
CO	11	< 0.1%
AZ	10	< 0.1%
IL	9	< 0.1%
OR	8	< 0.1%
Other values (33)	97	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wa	143269	99.8%
ca	90	0.1%
va	36	< 0.1%
md	31	< 0.1%
tx	21	< 0.1%
nc	14	< 0.1%
co	11	< 0.1%
az	10	< 0.1%
il	9	< 0.1%
or	8	< 0.1%
Other values (33)	97	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	143423	49.9%
W	143271	49.9%
C	135	< 0.1%
V	41	< 0.1%
M	41	< 0.1%
D	39	< 0.1%
N	38	< 0.1%
T	31	< 0.1%
O	25	< 0.1%
L	21	< 0.1%
Other values (15)	127	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	287192	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	143423	49.9%
W	143271	49.9%
C	135	< 0.1%
V	41	< 0.1%
M	41	< 0.1%
D	39	< 0.1%
N	38	< 0.1%
T	31	< 0.1%
O	25	< 0.1%
L	21	< 0.1%
Other values (15)	127	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	287192	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	143423	49.9%
W	143271	49.9%
C	135	< 0.1%
V	41	< 0.1%
M	41	< 0.1%
D	39	< 0.1%
N	38	< 0.1%
T	31	< 0.1%
O	25	< 0.1%
L	21	< 0.1%
Other values (15)	127	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	287192	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	143423	49.9%
W	143271	49.9%
C	135	< 0.1%
V	41	< 0.1%
M	41	< 0.1%
D	39	< 0.1%
N	38	< 0.1%
T	31	< 0.1%
O	25	< 0.1%
L	21	< 0.1%
Other values (15)	127	< 0.1%

Postal Code
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	791
Distinct (%)	0.6%
Missing	22
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	98175.213

Minimum	1730
Maximum	99403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1730
5-th percentile	98006
Q1	98052
median	98122
Q3	98370
95-th percentile	98926
Maximum	99403
Range	97673
Interquartile range (IQR)	318

Descriptive statistics

Standard deviation	2383.1691
Coefficient of variation (CV)	0.024274652
Kurtosis	1019.0449
Mean	98175.213
Median Absolute Deviation (MAD)	99
Skewness	-31.093951
Sum	1.4095408 × 10¹⁰
Variance	5679494.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98052	3689	2.6%
98012	2605	1.8%
98033	2526	1.8%
98004	2372	1.7%
98006	2359	1.6%
98115	2263	1.6%
98074	2039	1.4%
98072	2028	1.4%
98040	2011	1.4%
98034	1968	1.4%
Other values (781)	119714	83.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1730	1	< 0.1%
1731	1	< 0.1%
1824	1	< 0.1%
3804	1	< 0.1%
6355	1	< 0.1%
6371	1	< 0.1%
6379	2	< 0.1%
6385	1	< 0.1%
6443	2	< 0.1%
7003	1	< 0.1%

Value	Count	Frequency (%)
99403	50	< 0.1%
99402	9	< 0.1%
99362	278	0.2%
99361	10	< 0.1%
99360	4	< 0.1%
99357	15	< 0.1%
99356	1	< 0.1%
99354	248	0.2%
99353	181	0.1%
99352	512	0.4%

Model Year
Real number (ℝ)

HIGH CORRELATION

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.8656

Minimum	1997
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1997
5-th percentile	2014
Q1	2018
median	2021
Q3	2022
95-th percentile	2023
Maximum	2024
Range	27
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0160038
Coefficient of variation (CV)	0.0014931706
Kurtosis	0.17296475
Mean	2019.8656
Median Absolute Deviation (MAD)	2
Skewness	-0.93844323
Sum	2.9004462 × 10⁸
Variance	9.096279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2023	30904	21.5%
2022	27904	19.4%
2021	18470	12.9%
2018	14392	10.0%
2020	11126	7.7%
2019	10662	7.4%
2017	8577	6.0%
2016	5662	3.9%
2015	4938	3.4%
2013	4596	3.2%
Other values (12)	6365	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1997	1	< 0.1%
1998	1	< 0.1%
1999	4	< 0.1%
2000	9	< 0.1%
2002	2	< 0.1%
2003	1	< 0.1%
2008	19	< 0.1%
2010	25	< 0.1%
2011	798	0.6%
2012	1642	1.1%

Value	Count	Frequency (%)
2024	273	0.2%
2023	30904	21.5%
2022	27904	19.4%
2021	18470	12.9%
2020	11126	7.7%
2019	10662	7.4%
2018	14392	10.0%
2017	8577	6.0%
2016	5662	3.9%
2015	4938	3.4%

Make
Categorical

HIGH CORRELATION

Distinct	37
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

TESLA	65552
NISSAN	13317
CHEVROLET	11816
FORD	7307
BMW	6209
Other values (32)	39395

Length

Max length	20
Median length	14
Mean length	5.5482813
Min length	3

Characters and Unicode

Total characters	796711
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BMW
2nd row	FORD
3rd row	CHEVROLET
4th row	TESLA
5th row	FORD

Common Values

Value	Count	Frequency (%)
TESLA	65552	45.7%
NISSAN	13317	9.3%
CHEVROLET	11816	8.2%
FORD	7307	5.1%
BMW	6209	4.3%
KIA	5922	4.1%
TOYOTA	5074	3.5%
VOLKSWAGEN	3914	2.7%
VOLVO	3415	2.4%
JEEP	3084	2.1%
Other values (27)	17986	12.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tesla	65552	45.6%
nissan	13317	9.3%
chevrolet	11816	8.2%
ford	7307	5.1%
bmw	6209	4.3%
kia	5922	4.1%
toyota	5074	3.5%
volkswagen	3914	2.7%
volvo	3415	2.4%
jeep	3084	2.1%
Other values (32)	18050	12.6%

Most occurring characters

Value	Count	Frequency (%)
E	107438	13.5%
A	105606	13.3%
S	103700	13.0%
T	89900	11.3%
L	88742	11.1%
O	42598	5.3%
N	38750	4.9%
I	34823	4.4%
R	29861	3.7%
V	24813	3.1%
Other values (18)	130480	16.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	795685	99.9%
Dash Punctuation	958	0.1%
Space Separator	64	< 0.1%
Other Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	107438	13.5%
A	105606	13.3%
S	103700	13.0%
T	89900	11.3%
L	88742	11.2%
O	42598	5.4%
N	38750	4.9%
I	34823	4.4%
R	29861	3.8%
V	24813	3.1%
Other values (15)	129454	16.3%

Dash Punctuation

Value	Count	Frequency (%)
-	958	100.0%

Space Separator

Value	Count	Frequency (%)
	64	100.0%

Other Punctuation

Value	Count	Frequency (%)
!	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	795685	99.9%
Common	1026	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	107438	13.5%
A	105606	13.3%
S	103700	13.0%
T	89900	11.3%
L	88742	11.2%
O	42598	5.4%
N	38750	4.9%
I	34823	4.4%
R	29861	3.8%
V	24813	3.1%
Other values (15)	129454	16.3%

Common

Value	Count	Frequency (%)
-	958	93.4%
	64	6.2%
!	4	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	796711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	107438	13.5%
A	105606	13.3%
S	103700	13.0%
T	89900	11.3%
L	88742	11.1%
O	42598	5.3%
N	38750	4.9%
I	34823	4.4%
R	29861	3.7%
V	24813	3.1%
Other values (18)	130480	16.4%

Model
Text

Distinct	127
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Length

Max length	24
Median length	7
Mean length	6.3616117
Min length	2

Characters and Unicode

Total characters	913502
Distinct characters	38
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	X5
2nd row	ESCAPE
3rd row	BOLT EV
4th row	MODEL S
5th row	C-MAX

Value	Count	Frequency (%)
model	65504	28.7%
3	26766	11.7%
y	26194	11.5%
leaf	13093	5.7%
s	7542	3.3%
bolt	6683	2.9%
ev	5826	2.6%
x	5002	2.2%
volt	4884	2.1%
prime	3957	1.7%
Other values (124)	62615	27.5%

Most occurring characters

Value	Count	Frequency (%)
E	108730	11.9%
L	99317	10.9%
O	92792	10.2%
	84470	9.2%
M	76372	8.4%
D	70977	7.8%
A	39294	4.3%
3	30770	3.4%
I	30443	3.3%
Y	28357	3.1%
Other values (28)	251980	27.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	759298	83.1%
Space Separator	84470	9.2%
Decimal Number	57653	6.3%
Dash Punctuation	9242	1.0%
Other Punctuation	2839	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	108730	14.3%
L	99317	13.1%
O	92792	12.2%
M	76372	10.1%
D	70977	9.3%
A	39294	5.2%
I	30443	4.0%
Y	28357	3.7%
R	28340	3.7%
T	23221	3.1%
Other values (15)	161455	21.3%

Decimal Number

Value	Count	Frequency (%)
3	30770	53.4%
0	6775	11.8%
4	6536	11.3%
5	6131	10.6%
6	2825	4.9%
1	2604	4.5%
9	1317	2.3%
2	489	0.8%
8	149	0.3%
7	57	0.1%

Space Separator

Value	Count	Frequency (%)
	84470	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9242	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2839	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	759298	83.1%
Common	154204	16.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	108730	14.3%
L	99317	13.1%
O	92792	12.2%
M	76372	10.1%
D	70977	9.3%
A	39294	5.2%
I	30443	4.0%
Y	28357	3.7%
R	28340	3.7%
T	23221	3.1%
Other values (15)	161455	21.3%

Common

Value	Count	Frequency (%)
	84470	54.8%
3	30770	20.0%
-	9242	6.0%
0	6775	4.4%
4	6536	4.2%
5	6131	4.0%
.	2839	1.8%
6	2825	1.8%
1	2604	1.7%
9	1317	0.9%
Other values (3)	695	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	913502	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	108730	11.9%
L	99317	10.9%
O	92792	10.2%
	84470	9.2%
M	76372	8.4%
D	70977	7.8%
A	39294	4.3%
3	30770	3.4%
I	30443	3.3%
Y	28357	3.1%
Other values (28)	251980	27.6%

Electric Vehicle Type
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Battery Electric Vehicle (BEV)	110865
Plug-in Hybrid Electric Vehicle (PHEV)	32731

Length

Max length	38
Median length	30
Mean length	31.823505
Min length	30

Characters and Unicode

Total characters	4569728
Distinct characters	23
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Plug-in Hybrid Electric Vehicle (PHEV)
2nd row	Plug-in Hybrid Electric Vehicle (PHEV)
3rd row	Battery Electric Vehicle (BEV)
4th row	Battery Electric Vehicle (BEV)
5th row	Plug-in Hybrid Electric Vehicle (PHEV)

Common Values

Value	Count	Frequency (%)
Battery Electric Vehicle (BEV)	110865	77.2%
Plug-in Hybrid Electric Vehicle (PHEV)	32731	22.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
electric	143596	23.7%
vehicle	143596	23.7%
battery	110865	18.3%
bev	110865	18.3%
plug-in	32731	5.4%
hybrid	32731	5.4%
phev	32731	5.4%

Most occurring characters

Value	Count	Frequency (%)
e	541653	11.9%
	463519	10.1%
c	430788	9.4%
t	365326	8.0%
i	352654	7.7%
l	319923	7.0%
V	287192	6.3%
r	287192	6.3%
E	287192	6.3%
B	221730	4.9%
Other values (13)	1012559	22.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2859248	62.6%
Uppercase Letter	927038	20.3%
Space Separator	463519	10.1%
Open Punctuation	143596	3.1%
Close Punctuation	143596	3.1%
Dash Punctuation	32731	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	541653	18.9%
c	430788	15.1%
t	365326	12.8%
i	352654	12.3%
l	319923	11.2%
r	287192	10.0%
y	143596	5.0%
h	143596	5.0%
a	110865	3.9%
u	32731	1.1%
Other values (4)	130924	4.6%

Uppercase Letter

Value	Count	Frequency (%)
V	287192	31.0%
E	287192	31.0%
B	221730	23.9%
P	65462	7.1%
H	65462	7.1%

Space Separator

Value	Count	Frequency (%)
	463519	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	143596	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	143596	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32731	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3786286	82.9%
Common	783442	17.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	541653	14.3%
c	430788	11.4%
t	365326	9.6%
i	352654	9.3%
l	319923	8.4%
V	287192	7.6%
r	287192	7.6%
E	287192	7.6%
B	221730	5.9%
y	143596	3.8%
Other values (9)	549040	14.5%

Common

Value	Count	Frequency (%)
	463519	59.2%
(	143596	18.3%
)	143596	18.3%
-	32731	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4569728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	541653	11.9%
	463519	10.1%
c	430788	9.4%
t	365326	8.0%
i	352654	7.7%
l	319923	7.0%
V	287192	6.3%
r	287192	6.3%
E	287192	6.3%
B	221730	4.9%
Other values (13)	1012559	22.2%

Clean Alternative Fuel Vehicle (CAFV) Eligibility
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Eligibility unknown as battery range has not been researched	63954
Clean Alternative Fuel Vehicle Eligible	62149
Not eligible due to low battery range	17493

Length

Max length	60
Median length	39
Mean length	48.109223
Min length	37

Characters and Unicode

Total characters	6908292
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Clean Alternative Fuel Vehicle Eligible
2nd row	Clean Alternative Fuel Vehicle Eligible
3rd row	Clean Alternative Fuel Vehicle Eligible
4th row	Clean Alternative Fuel Vehicle Eligible
5th row	Not eligible due to low battery range

Common Values

Value	Count	Frequency (%)
Eligibility unknown as battery range has not been researched	63954	44.5%
Clean Alternative Fuel Vehicle Eligible	62149	43.3%
Not eligible due to low battery range	17493	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
battery	81447	8.1%
range	81447	8.1%
not	81447	8.1%
eligible	79642	7.9%
eligibility	63954	6.3%
been	63954	6.3%
unknown	63954	6.3%
researched	63954	6.3%
has	63954	6.3%
as	63954	6.3%
Other values (7)	301075	29.8%

Most occurring characters

Value	Count	Frequency (%)
e	970186	14.0%
	865186	12.5%
l	553281	8.0%
i	539398	7.8%
n	525515	7.6%
a	479054	6.9%
t	450086	6.5%
r	352951	5.1%
b	288997	4.2%
g	225043	3.3%
Other values (16)	1658595	24.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5650914	81.8%
Space Separator	865186	12.5%
Uppercase Letter	392192	5.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	970186	17.2%
l	553281	9.8%
i	539398	9.5%
n	525515	9.3%
a	479054	8.5%
t	450086	8.0%
r	352951	6.2%
b	288997	5.1%
g	225043	4.0%
s	191862	3.4%
Other values (9)	1074541	19.0%

Uppercase Letter

Value	Count	Frequency (%)
E	126103	32.2%
C	62149	15.8%
A	62149	15.8%
F	62149	15.8%
V	62149	15.8%
N	17493	4.5%

Space Separator

Value	Count	Frequency (%)
	865186	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6043106	87.5%
Common	865186	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	970186	16.1%
l	553281	9.2%
i	539398	8.9%
n	525515	8.7%
a	479054	7.9%
t	450086	7.4%
r	352951	5.8%
b	288997	4.8%
g	225043	3.7%
s	191862	3.2%
Other values (15)	1466733	24.3%

Common

Value	Count	Frequency (%)
	865186	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6908292	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	970186	14.0%
	865186	12.5%
l	553281	8.0%
i	539398	7.8%
n	525515	7.6%
a	479054	6.9%
t	450086	6.5%
r	352951	5.1%
b	288997	4.2%
g	225043	3.3%
Other values (16)	1658595	24.0%

Electric Range
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	102
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.495738

Minimum	0
Maximum	337
Zeros	63954
Zeros (%)	44.5%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19
Q3	111
95-th percentile	266
Maximum	337
Range	337
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	97.128735
Coefficient of variation (CV)	1.3777958
Kurtosis	-0.17827507
Mean	70.495738
Median Absolute Deviation (MAD)	19
Skewness	1.1599663
Sum	10122906
Variance	9433.9912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63954	44.5%
215	6472	4.5%
220	4154	2.9%
84	4039	2.8%
238	3550	2.5%
25	3494	2.4%
21	2617	1.8%
32	2551	1.8%
208	2538	1.8%
19	2535	1.8%
Other values (92)	47692	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63954	44.5%
6	934	0.7%
8	37	< 0.1%
9	20	< 0.1%
10	163	0.1%
11	1	< 0.1%
12	163	0.1%
13	361	0.3%
14	1123	0.8%
15	86	0.1%

Value	Count	Frequency (%)
337	74	0.1%
330	317	0.2%
322	1715	1.2%
308	504	0.4%
293	435	0.3%
291	2261	1.6%
289	636	0.4%
270	272	0.2%
266	1464	1.0%
265	131	0.1%

Base MSRP
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1373.3865

Minimum	0
Maximum	845000
Zeros	140151
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	845000
Range	845000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9450.0677
Coefficient of variation (CV)	6.8808508
Kurtosis	495.47826
Mean	1373.3865
Median Absolute Deviation (MAD)	0
Skewness	11.679142
Sum	1.9721281 × 10⁸
Variance	89303780
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	140151	97.6%
69900	1446	1.0%
31950	401	0.3%
52900	217	0.2%
32250	149	0.1%
54950	132	0.1%
59900	131	0.1%
39995	115	0.1%
36900	100	0.1%
44100	97	0.1%
Other values (21)	657	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	140151	97.6%
31950	401	0.3%
32250	149	0.1%
32995	3	< 0.1%
33950	75	0.1%
34995	64	< 0.1%
36800	53	< 0.1%
36900	100	0.1%
39995	115	0.1%
43700	11	< 0.1%

Value	Count	Frequency (%)
845000	1	< 0.1%
184400	12	< 0.1%
110950	22	< 0.1%
109000	7	< 0.1%
102000	16	< 0.1%
98950	19	< 0.1%
91250	5	< 0.1%
90700	18	< 0.1%
89100	6	< 0.1%
81100	18	< 0.1%

Legislative District
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	< 0.1%
Missing	327
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	29.371748

Minimum	1
Maximum	49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	18
median	33
Q3	43
95-th percentile	48
Maximum	49
Range	48
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.823899
Coefficient of variation (CV)	0.50469923
Kurtosis	-1.0638477
Mean	29.371748
Median Absolute Deviation (MAD)	11
Skewness	-0.48737339
Sum	4208061
Variance	219.74797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
41	9553	6.7%
45	8807	6.1%
48	8045	5.6%
36	6270	4.4%
1	6209	4.3%
5	6044	4.2%
46	5727	4.0%
43	5553	3.9%
11	5423	3.8%
37	4318	3.0%
Other values (39)	77320	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6209	4.3%
2	1540	1.1%
3	700	0.5%
4	1130	0.8%
5	6044	4.2%
6	1289	0.9%
7	676	0.5%
8	1485	1.0%
9	779	0.5%
10	2544	1.8%

Value	Count	Frequency (%)
49	1954	1.4%
48	8045	5.6%
47	2503	1.7%
46	5727	4.0%
45	8807	6.1%
44	3582	2.5%
43	5553	3.9%
42	1991	1.4%
41	9553	6.7%
40	3242	2.3%

DOL Vehicle ID
Real number (ℝ)

UNIQUE

Distinct	143596
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0920154 × 10⁸

Minimum	4385
Maximum	4.7925477 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	4385
5-th percentile	1.0483427 × 10⁸
Q1	1.6683379 × 10⁸
median	2.1110387 × 10⁸
Q3	2.3645197 × 10⁸
95-th percentile	3.495658 × 10⁸
Maximum	4.7925477 × 10⁸
Range	4.7925039 × 10⁸
Interquartile range (IQR)	69618176

Descriptive statistics

Standard deviation	83536997
Coefficient of variation (CV)	0.39931348
Kurtosis	3.2174821
Mean	2.0920154 × 10⁸
Median Absolute Deviation (MAD)	30391378
Skewness	0.96041658
Sum	3.0040505 × 10¹³
Variance	6.9784298 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
218985539	1	< 0.1%
109692810	1	< 0.1%
103335277	1	< 0.1%
221103081	1	< 0.1%
185394884	1	< 0.1%
228669031	1	< 0.1%
229946503	1	< 0.1%
116891064	1	< 0.1%
185924105	1	< 0.1%
232654313	1	< 0.1%
Other values (143586)	143586	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4385	1	< 0.1%
4777	1	< 0.1%
10286	1	< 0.1%
10734	1	< 0.1%
12050	1	< 0.1%
23145	1	< 0.1%
24629	1	< 0.1%
27702	1	< 0.1%
35325	1	< 0.1%
46112	1	< 0.1%

Value	Count	Frequency (%)
479254772	1	< 0.1%
479114996	1	< 0.1%
478935460	1	< 0.1%
478934571	1	< 0.1%
478926346	1	< 0.1%
478925947	1	< 0.1%
478925163	1	< 0.1%
478924358	1	< 0.1%
478916028	1	< 0.1%
478910428	1	< 0.1%

Vehicle Location
Text

Distinct	790
Distinct (%)	0.6%
Missing	25
Missing (%)	< 0.1%
Memory size	1.1 MiB

Length

Max length	46
Median length	45
Mean length	38.518002
Min length	24

Characters and Unicode

Total characters	5530068
Distinct characters	20
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	260 ?
Unique (%)	0.2%

Sample

1st row	POINT (-122.38242499999996 47.77279000000004)
2nd row	POINT (-120.37951169999997 46.55609000000004)
3rd row	POINT (-122.37275999999997 47.689685000000054)
4th row	POINT (-122.15733999999998 47.487175000000036)
5th row	POINT (-122.65223 47.57192)

Value	Count	Frequency (%)
point	143571	33.3%
47.67668	3689	0.9%
122.12302	3689	0.9%
122.1873	2605	0.6%
47.82024500000006	2605	0.6%
122.20263999999997	2526	0.6%
47.67850000000004	2526	0.6%
122.201905	2372	0.6%
47.61385	2372	0.6%
122.16936999999996	2359	0.5%
Other values (1571)	262399	60.9%

Most occurring characters

Value	Count	Frequency (%)
0	784420	14.2%
9	741529	13.4%
2	419696	7.6%
4	346681	6.3%
1	321441	5.8%
7	299618	5.4%
.	287142	5.2%
	287142	5.2%
5	273302	4.9%
6	212135	3.8%
Other values (10)	1556962	28.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3807216	68.8%
Uppercase Letter	717855	13.0%
Other Punctuation	287142	5.2%
Space Separator	287142	5.2%
Dash Punctuation	143571	2.6%
Open Punctuation	143571	2.6%
Close Punctuation	143571	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	784420	20.6%
9	741529	19.5%
2	419696	11.0%
4	346681	9.1%
1	321441	8.4%
7	299618	7.9%
5	273302	7.2%
6	212135	5.6%
3	204783	5.4%
8	203611	5.3%

Uppercase Letter

Value	Count	Frequency (%)
O	143571	20.0%
T	143571	20.0%
N	143571	20.0%
I	143571	20.0%
P	143571	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	287142	100.0%

Space Separator

Value	Count	Frequency (%)
	287142	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	143571	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	143571	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	143571	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4812213	87.0%
Latin	717855	13.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	784420	16.3%
9	741529	15.4%
2	419696	8.7%
4	346681	7.2%
1	321441	6.7%
7	299618	6.2%
.	287142	6.0%
	287142	6.0%
5	273302	5.7%
6	212135	4.4%
Other values (5)	839107	17.4%

Latin

Value	Count	Frequency (%)
O	143571	20.0%
T	143571	20.0%
N	143571	20.0%
I	143571	20.0%
P	143571	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5530068	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	784420	14.2%
9	741529	13.4%
2	419696	7.6%
4	346681	6.3%
1	321441	5.8%
7	299618	5.4%
.	287142	5.2%
	287142	5.2%
5	273302	4.9%
6	212135	3.8%
Other values (10)	1556962	28.2%

Electric Utility
Text

Distinct	76
Distinct (%)	0.1%
Missing	22
Missing (%)	< 0.1%
Memory size	1.1 MiB

Length

Max length	112
Median length	110
Mean length	44.41355
Min length	10

Characters and Unicode

Total characters	6376631
Distinct characters	36
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)
2nd row	PACIFICORP
3rd row	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)
4th row	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)
5th row	PUGET SOUND ENERGY INC

Value	Count	Frequency (%)
of	136292	12.6%
	127530	11.8%
wa	88753	8.2%
tacoma	87639	8.1%
sound	85430	7.9%
energy	85430	7.9%
puget	84601	7.9%
inc\|\|city	52866	4.9%
power	31402	2.9%
inc	28623	2.7%
Other values (114)	268938	25.0%

Most occurring characters

Value	Count	Frequency (%)
	933930	14.6%
O	469216	7.4%
N	451498	7.1%
T	444395	7.0%
A	431873	6.8%
E	415706	6.5%
I	348280	5.5%
C	347956	5.5%
Y	233259	3.7%
U	222191	3.5%
Other values (26)	2078327	32.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4826606	75.7%
Space Separator	933930	14.6%
Math Symbol	219085	3.4%
Close Punctuation	123719	1.9%
Dash Punctuation	123719	1.9%
Open Punctuation	123719	1.9%
Decimal Number	21450	0.3%
Other Punctuation	4403	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	469216	9.7%
N	451498	9.4%
T	444395	9.2%
A	431873	8.9%
E	415706	8.6%
I	348280	7.2%
C	347956	7.2%
Y	233259	4.8%
U	222191	4.6%
G	184355	3.8%
Other values (14)	1277877	26.5%

Decimal Number

Value	Count	Frequency (%)
1	19952	93.0%
2	605	2.8%
3	602	2.8%
5	291	1.4%

Other Punctuation

Value	Count	Frequency (%)
&	3811	86.6%
,	301	6.8%
#	291	6.6%

Space Separator

Value	Count	Frequency (%)
	933930	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	219085	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	123719	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	123719	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	123719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4826606	75.7%
Common	1550025	24.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	469216	9.7%
N	451498	9.4%
T	444395	9.2%
A	431873	8.9%
E	415706	8.6%
I	348280	7.2%
C	347956	7.2%
Y	233259	4.8%
U	222191	4.6%
G	184355	3.8%
Other values (14)	1277877	26.5%

Common

Value	Count	Frequency (%)
	933930	60.3%
\|	219085	14.1%
)	123719	8.0%
-	123719	8.0%
(	123719	8.0%
1	19952	1.3%
&	3811	0.2%
2	605	< 0.1%
3	602	< 0.1%
,	301	< 0.1%
Other values (2)	582	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6376631	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	933930	14.6%
O	469216	7.4%
N	451498	7.1%
T	444395	7.0%
A	431873	6.8%
E	415706	6.5%
I	348280	5.5%
C	347956	5.5%
Y	233259	3.7%
U	222191	3.5%
Other values (26)	2078327	32.6%

2020 Census Tract
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	2046
Distinct (%)	1.4%
Missing	22
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.2975903 × 10¹⁰

Minimum	1.0810419 × 10⁹
Maximum	5.6033 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1.0810419 × 10⁹
5-th percentile	5.3011041 × 10¹⁰
Q1	5.3033009 × 10¹⁰
median	5.3033029 × 10¹⁰
Q3	5.3053073 × 10¹⁰
95-th percentile	5.3067012 × 10¹⁰
Maximum	5.6033 × 10¹⁰
Range	5.4951958 × 10¹⁰
Interquartile range (IQR)	20063109

Descriptive statistics

Standard deviation	1.59404 × 10⁹
Coefficient of variation (CV)	0.030089908
Kurtosis	739.67077
Mean	5.2975903 × 10¹⁰
Median Absolute Deviation (MAD)	27107
Skewness	-26.786723
Sum	7.6059623 × 10¹⁵
Variance	2.5409637 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.30330282 × 10¹⁰	1656	1.2%
5.30330285 × 10¹⁰	820	0.6%
5.303303232 × 10¹⁰	683	0.5%
5.30330093 × 10¹⁰	534	0.4%
5.303303232 × 10¹⁰	494	0.3%
5.30330245 × 10¹⁰	487	0.3%
5.30330241 × 10¹⁰	469	0.3%
5.303302501 × 10¹⁰	464	0.3%
5.306105211 × 10¹⁰	460	0.3%
5.303303222 × 10¹⁰	460	0.3%
Other values (2036)	137047	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1081041901	1	< 0.1%
4013061064	1	< 0.1%
4013115900	1	< 0.1%
4013318700	1	< 0.1%
4013318800	1	< 0.1%
4013610301	1	< 0.1%
4013610302	1	< 0.1%
4013610500	1	< 0.1%
4013812900	1	< 0.1%
4013817600	1	< 0.1%

Value	Count	Frequency (%)
5.60330001 × 10¹⁰	1	< 0.1%
5.60210007 × 10¹⁰	1	< 0.1%
5.307794001 × 10¹⁰	2	< 0.1%
5.307794001 × 10¹⁰	3	< 0.1%
5.307794 × 10¹⁰	1	< 0.1%
5.307794 × 10¹⁰	6	< 0.1%
5.307794 × 10¹⁰	7	< 0.1%
5.307794 × 10¹⁰	3	< 0.1%
5.30770034 × 10¹⁰	30	< 0.1%
5.30770032 × 10¹⁰	31	< 0.1%

Auto

Heatmap
Table

	Postal Code	Model Year	Electric Range	Base MSRP	Legislative District	DOL Vehicle ID	2020 Census Tract	State	Make	Electric Vehicle Type	Clean Alternative Fuel Vehicle (CAFV) Eligibility
Postal Code	1.000	-0.067	0.041	-0.003	-0.315	-0.010	0.051	0.997	0.114	0.198	0.148
Model Year	-0.067	1.000	-0.688	-0.195	-0.008	0.254	0.003	0.036	0.227	0.213	0.512
Electric Range	0.041	-0.688	1.000	0.106	0.000	-0.140	-0.014	0.008	0.392	0.531	0.657
Base MSRP	-0.003	-0.195	0.106	1.000	0.009	-0.022	0.000	0.045	0.249	0.023	0.024
Legislative District	-0.315	-0.008	0.000	0.009	1.000	-0.017	-0.100	1.000	0.066	0.144	0.101
DOL Vehicle ID	-0.010	0.254	-0.140	-0.022	-0.017	1.000	0.006	0.007	0.109	0.077	0.360
2020 Census Tract	0.051	0.003	-0.014	0.000	-0.100	0.006	1.000	0.993	0.131	0.214	0.168
State	0.997	0.036	0.008	0.045	1.000	0.007	0.993	1.000	0.000	0.017	0.011
Make	0.114	0.227	0.392	0.249	0.066	0.109	0.131	0.000	1.000	0.778	0.591
Electric Vehicle Type	0.198	0.213	0.531	0.023	0.144	0.077	0.214	0.017	0.778	1.000	0.738
Clean Alternative Fuel Vehicle (CAFV) Eligibility	0.148	0.512	0.657	0.024	0.101	0.360	0.168	0.011	0.591	0.738	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	VIN (1-10)	County	City	State	Postal Code	Model Year	Make	Model	Electric Vehicle Type	Clean Alternative Fuel Vehicle (CAFV) Eligibility	Electric Range	Base MSRP	Legislative District	DOL Vehicle ID	Vehicle Location	Electric Utility	2020 Census Tract
0	5UXTA6C03P	King	Seattle	WA	98177	2023	BMW	X5	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	30	0	36	218985539	POINT (-122.38242499999996 47.77279000000004)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	53033001600
1	1FMCU0EZXN	Yakima	Moxee	WA	98936	2022	FORD	ESCAPE	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	38	0	15	197264322	POINT (-120.37951169999997 46.55609000000004)	PACIFICORP	53077001702
2	1G1FW6S03J	King	Seattle	WA	98117	2018	CHEVROLET	BOLT EV	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	238	0	36	168549727	POINT (-122.37275999999997 47.689685000000054)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	53033003000
3	5YJSA1AC0D	King	Newcastle	WA	98059	2013	TESLA	MODEL S	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	208	69900	41	244891062	POINT (-122.15733999999998 47.487175000000036)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	53033025005
4	1FADP5CU8F	Kitsap	Bremerton	WA	98312	2015	FORD	C-MAX	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	19	0	26	134915000	POINT (-122.65223 47.57192)	PUGET SOUND ENERGY INC	53035081100
5	WB523CF03P	Yakima	Selah	WA	98942	2023	BMW	IX	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0	0	15	236290862	POINT (-120.54187999999999 46.654175000000066)	PACIFICORP	53077003200
6	YV4BR0CK2K	King	Bellevue	WA	98004	2019	VOLVO	XC90	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	17	0	48	125426248	POINT (-122.201905 47.61385)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	53033023701
7	5YJ3E1EA5K	Thurston	Olympia	WA	98506	2019	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	220	0	22	477699071	POINT (-122.88747809999995 47.051957300000026)	PUGET SOUND ENERGY INC	53067010200
8	5YJ3E1EB6K	Yakima	Yakima	WA	98902	2019	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	220	0	14	232637037	POINT (-120.52401199999997 46.59739390000004)	PACIFICORP	53077000700
9	1N4AZ0CP9G	King	Redmond	WA	98052	2016	NISSAN	LEAF	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	84	0	45	178151032	POINT (-122.12302 47.67668)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	53033032323

	VIN (1-10)	County	City	State	Postal Code	Model Year	Make	Model	Electric Vehicle Type	Clean Alternative Fuel Vehicle (CAFV) Eligibility	Electric Range	Legislative District	DOL Vehicle ID	Vehicle Location	Electric Utility	2020 Census Tract
143586	YV4BR0DL4N	Snohomish	Woodway	WA	98020	2022	VOLVO	XC60	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	18	32	195840613	POINT (-122.37507 47.80807000000004)	PUGET SOUND ENERGY INC	53061050600
143587	5YJYGDEFXL	Chelan	Leavenworth	WA	98826	2020	TESLA	MODEL Y	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	291	12	109513708	POINT (-120.66191529999998 47.59700830000003)	PUD NO 1 OF CHELAN COUNTY	53007960203
143588	1N4BZ1CP5K	Snohomish	Lynnwood	WA	98036	2019	NISSAN	LEAF	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	150	32	476655763	POINT (-122.3164188 47.819664)	PUGET SOUND ENERGY INC	53061051930
143589	5YJYGDEE8L	King	Seattle	WA	98103	2020	TESLA	MODEL Y	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	291	43	211223393	POINT (-122.34300999999999 47.659185000000036)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	53033005100
143590	5YJ3E1EA2P	Pierce	University Place	WA	98467	2023	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0	28	240744787	POINT (-122.5404512 47.2074166)	BONNEVILLE POWER ADMINISTRATION\|\|CITY OF TACOMA - (WA)\|\|PENINSULA LIGHT COMPANY	53053072312
143591	WA1AAAGE1N	Snohomish	Bothell	WA	98021	2022	AUDI	E-TRON	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0	1	199194831	POINT (-122.17945799999995 47.80258900000007)	PUGET SOUND ENERGY INC	53061051926
143592	2C4RC1S76N	King	Clyde Hill	WA	98004	2022	CHRYSLER	PACIFICA	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	32	48	193853824	POINT (-122.201905 47.61385)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	53033024100
143593	1G1FZ6S02L	King	Seattle	WA	98104	2020	CHEVROLET	BOLT EV	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	259	43	205856339	POINT (-122.329075 47.6018)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	53033008200
143594	1G1RD6E40E	Spokane	Spokane	WA	99208	2014	CHEVROLET	VOLT	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	38	6	346114492	POINT (-117.40724999999998 47.71862500000003)	BONNEVILLE POWER ADMINISTRATION\|\|AVISTA CORP\|\|INLAND POWER & LIGHT COMPANY	53063010604
143595	7SAXCDE55N	Snohomish	Bothell	WA	98021	2022	TESLA	MODEL X	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0	1	220266560	POINT (-122.17945799999995 47.80258900000007)	PUGET SOUND ENERGY INC	53061051918

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts